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inria-00605502v1  Conference papers
Alexandre GramfortDaniel StrohmeierJens HaueisenMatti HamalainenMatthieu Kowalski. Functional brain imaging with M/EEG using structured sparsity in time-frequency dictionaries
International Conference on Information Processing in Medical Imaging (IPMI '11), Jul 2011, Irsee, Germany. pp.600-611, ⟨10.1007/978-3-642-22092-0_49⟩
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hal-01353252v2  Conference papers
Clément LarocheHélène PapadopoulosMatthieu KowalskiGael Richard. Genre specific dictionaries for harmonic/percussive source separation
ISMIR 2016 - The 17th International Society for Music Information Retrieval Conference, Aug 2016, New York, United States
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hal-01334551v1  Conference papers
Gaël VaroquauxMatthieu KowalskiBertrand Thirion. Social-sparsity brain decoders: faster spatial sparsity
Pattern Recognition in NeuroImaging, Jun 2016, Trento, Italy
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hal-00696992v1  Conference papers
Matthieu KowalskiPierre WeissAlexandre GramfortSandrine Anthoine. Accelerating ISTA with an active set strategy
OPT 2011: 4th International Workshop on Optimization for Machine Learning, Dec 2011, Sierra Nevada, Spain
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hal-00424029v1  Conference papers
Alexandre GramfortMatthieu Kowalski. Improving M/EEG source localization with an inter-condition sparse prior
IEEE International Symposium on Biomedical Imaging (ISBI), Jun 2009, Boston, France. pp.141
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hal-00435897v3  Journal articles
Matthieu KowalskiEmmanuel VincentRémi Gribonval. Beyond the Narrowband Approximation: Wideband Convex Methods for Under-Determined Reverberant Audio Source Separation
IEEE Transactions on Audio, Speech and Language Processing, Institute of Electrical and Electronics Engineers, 2010, 18 (7), pp.1818 - 1829. ⟨10.1109/TASL.2010.2050089⟩
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hal-01199620v1  Conference papers
Fangchen FengMatthieu Kowalski. An Unified Approach for Blind Source Separation Using Sparsity and Decorrelation
23rd European Signal Processing Conference (EUSIPCO 2015), Aug 2015, Nice, France
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hal-01199631v1  Conference papers
Clément LarocheMatthieu KowalskiHélène PapadopoulosGael Richard. A structured nonnegative matrix factorization for source separation
23rd European Signal Processing Conference (EUSIPCO 2015), Aug 2015, Nice, France
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hal-01199635v1  Conference papers
Matthieu KowalskiAlexandre Gramfort. Inverse Problems with Time-frequency Dictionaries and non-white Gaussian Noise
23rd European Signal Processing Conference (EUSIPCO 2015), Aug 2015, Nice, France
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hal-01199622v1  Conference papers
Cédric FévotteMatthieu Kowalski. Hybrid sparse and low-rank time-frequency signal decomposition
23rd European Signal Processing Conference (EUSIPCO 2015), Aug 2015, Nice, France
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hal-01438851v1  Conference papers
Clément LarocheHélène PapadopoulosMatthieu KowalskiGael Richard. Drum extraction in single channel audio signals using multi-layer non negative matrix factor deconvolution
The 42nd IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2017), Mar 2017, Nouvelle Orleans, United States. ⟨10.1109/icassp.2017.7952115 ⟩
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hal-00347089v1  Conference papers
Matthieu KowalskiEmmanuel VincentRémi Gribonval. Under-determined source separation via mixed-norm regularized minimization
European Signal Processing Conference 2008, Aug 2008, Lausanne, Switzerland. pp.1569103109